Class SageMakerCreateTransformJobProps.Builder
java.lang.Object
software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTransformJobProps.Builder
- All Implemented Interfaces:
software.amazon.jsii.Builder<SageMakerCreateTransformJobProps>
- Enclosing interface:
SageMakerCreateTransformJobProps
@Stability(Stable)
public static final class SageMakerCreateTransformJobProps.Builder
extends Object
implements software.amazon.jsii.Builder<SageMakerCreateTransformJobProps>
A builder for
SageMakerCreateTransformJobProps
-
Constructor Summary
-
Method Summary
Modifier and TypeMethodDescriptionbatchStrategy
(BatchStrategy batchStrategy) Sets the value ofSageMakerCreateTransformJobProps.getBatchStrategy()
build()
Builds the configured instance.Sets the value ofTaskStateBaseProps.getComment()
credentials
(Credentials credentials) Sets the value ofTaskStateBaseProps.getCredentials()
environment
(Map<String, String> environment) Sets the value ofSageMakerCreateTransformJobProps.getEnvironment()
Deprecated.use `heartbeatTimeout`heartbeatTimeout
(Timeout heartbeatTimeout) Sets the value ofTaskStateBaseProps.getHeartbeatTimeout()
Sets the value ofTaskStateBaseProps.getInputPath()
integrationPattern
(IntegrationPattern integrationPattern) Sets the value ofTaskStateBaseProps.getIntegrationPattern()
maxConcurrentTransforms
(Number maxConcurrentTransforms) Sets the value ofSageMakerCreateTransformJobProps.getMaxConcurrentTransforms()
maxPayload
(Size maxPayload) Sets the value ofSageMakerCreateTransformJobProps.getMaxPayload()
modelClientOptions
(ModelClientOptions modelClientOptions) Sets the value ofSageMakerCreateTransformJobProps.getModelClientOptions()
Sets the value ofSageMakerCreateTransformJobProps.getModelName()
outputPath
(String outputPath) Sets the value ofTaskStateBaseProps.getOutputPath()
resultPath
(String resultPath) Sets the value ofTaskStateBaseProps.getResultPath()
resultSelector
(Map<String, ? extends Object> resultSelector) Sets the value ofTaskStateBaseProps.getResultSelector()
Sets the value ofSageMakerCreateTransformJobProps.getRole()
Sets the value ofTaskStateBaseProps.getStateName()
Sets the value ofSageMakerCreateTransformJobProps.getTags()
taskTimeout
(Timeout taskTimeout) Sets the value ofTaskStateBaseProps.getTaskTimeout()
Deprecated.use `taskTimeout`transformInput
(TransformInput transformInput) Sets the value ofSageMakerCreateTransformJobProps.getTransformInput()
transformJobName
(String transformJobName) Sets the value ofSageMakerCreateTransformJobProps.getTransformJobName()
transformOutput
(TransformOutput transformOutput) Sets the value ofSageMakerCreateTransformJobProps.getTransformOutput()
transformResources
(TransformResources transformResources) Sets the value ofSageMakerCreateTransformJobProps.getTransformResources()
-
Constructor Details
-
Builder
public Builder()
-
-
Method Details
-
modelName
Sets the value ofSageMakerCreateTransformJobProps.getModelName()
- Parameters:
modelName
- Name of the model that you want to use for the transform job. This parameter is required.- Returns:
this
-
transformInput
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder transformInput(TransformInput transformInput) Sets the value ofSageMakerCreateTransformJobProps.getTransformInput()
- Parameters:
transformInput
- Dataset to be transformed and the Amazon S3 location where it is stored. This parameter is required.- Returns:
this
-
transformJobName
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder transformJobName(String transformJobName) Sets the value ofSageMakerCreateTransformJobProps.getTransformJobName()
- Parameters:
transformJobName
- Transform Job Name. This parameter is required.- Returns:
this
-
transformOutput
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder transformOutput(TransformOutput transformOutput) Sets the value ofSageMakerCreateTransformJobProps.getTransformOutput()
- Parameters:
transformOutput
- S3 location where you want Amazon SageMaker to save the results from the transform job. This parameter is required.- Returns:
this
-
batchStrategy
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder batchStrategy(BatchStrategy batchStrategy) Sets the value ofSageMakerCreateTransformJobProps.getBatchStrategy()
- Parameters:
batchStrategy
- Number of records to include in a mini-batch for an HTTP inference request.- Returns:
this
-
environment
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder environment(Map<String, String> environment) Sets the value ofSageMakerCreateTransformJobProps.getEnvironment()
- Parameters:
environment
- Environment variables to set in the Docker container.- Returns:
this
-
maxConcurrentTransforms
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder maxConcurrentTransforms(Number maxConcurrentTransforms) Sets the value ofSageMakerCreateTransformJobProps.getMaxConcurrentTransforms()
- Parameters:
maxConcurrentTransforms
- Maximum number of parallel requests that can be sent to each instance in a transform job.- Returns:
this
-
maxPayload
Sets the value ofSageMakerCreateTransformJobProps.getMaxPayload()
- Parameters:
maxPayload
- Maximum allowed size of the payload, in MB.- Returns:
this
-
modelClientOptions
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder modelClientOptions(ModelClientOptions modelClientOptions) Sets the value ofSageMakerCreateTransformJobProps.getModelClientOptions()
- Parameters:
modelClientOptions
- Configures the timeout and maximum number of retries for processing a transform job invocation.- Returns:
this
-
role
Sets the value ofSageMakerCreateTransformJobProps.getRole()
- Parameters:
role
- Role for the Transform Job.- Returns:
this
-
tags
Sets the value ofSageMakerCreateTransformJobProps.getTags()
- Parameters:
tags
- Tags to be applied to the train job.- Returns:
this
-
transformResources
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder transformResources(TransformResources transformResources) Sets the value ofSageMakerCreateTransformJobProps.getTransformResources()
- Parameters:
transformResources
- ML compute instances for the transform job.- Returns:
this
-
comment
Sets the value ofTaskStateBaseProps.getComment()
- Parameters:
comment
- An optional description for this state.- Returns:
this
-
credentials
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder credentials(Credentials credentials) Sets the value ofTaskStateBaseProps.getCredentials()
- Parameters:
credentials
- Credentials for an IAM Role that the State Machine assumes for executing the task. This enables cross-account resource invocations.- Returns:
this
-
heartbeat
@Stability(Deprecated) @Deprecated public SageMakerCreateTransformJobProps.Builder heartbeat(Duration heartbeat) Deprecated.use `heartbeatTimeout`Sets the value ofTaskStateBaseProps.getHeartbeat()
- Parameters:
heartbeat
- Timeout for the heartbeat.- Returns:
this
-
heartbeatTimeout
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder heartbeatTimeout(Timeout heartbeatTimeout) Sets the value ofTaskStateBaseProps.getHeartbeatTimeout()
- Parameters:
heartbeatTimeout
- Timeout for the heartbeat. [disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface- Returns:
this
-
inputPath
Sets the value ofTaskStateBaseProps.getInputPath()
- Parameters:
inputPath
- JSONPath expression to select part of the state to be the input to this state. May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.- Returns:
this
-
integrationPattern
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder integrationPattern(IntegrationPattern integrationPattern) Sets the value ofTaskStateBaseProps.getIntegrationPattern()
- Parameters:
integrationPattern
- AWS Step Functions integrates with services directly in the Amazon States Language. You can control these AWS services using service integration patterns.Depending on the AWS Service, the Service Integration Pattern availability will vary.
- Returns:
this
-
outputPath
Sets the value ofTaskStateBaseProps.getOutputPath()
- Parameters:
outputPath
- JSONPath expression to select select a portion of the state output to pass to the next state. May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.- Returns:
this
-
resultPath
Sets the value ofTaskStateBaseProps.getResultPath()
- Parameters:
resultPath
- JSONPath expression to indicate where to inject the state's output. May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.- Returns:
this
-
resultSelector
@Stability(Stable) public SageMakerCreateTransformJobProps.Builder resultSelector(Map<String, ? extends Object> resultSelector) Sets the value ofTaskStateBaseProps.getResultSelector()
- Parameters:
resultSelector
- The JSON that will replace the state's raw result and become the effective result before ResultPath is applied. You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.- Returns:
this
-
stateName
Sets the value ofTaskStateBaseProps.getStateName()
- Parameters:
stateName
- Optional name for this state.- Returns:
this
-
taskTimeout
Sets the value ofTaskStateBaseProps.getTaskTimeout()
- Parameters:
taskTimeout
- Timeout for the task. [disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface- Returns:
this
-
timeout
@Stability(Deprecated) @Deprecated public SageMakerCreateTransformJobProps.Builder timeout(Duration timeout) Deprecated.use `taskTimeout`Sets the value ofTaskStateBaseProps.getTimeout()
- Parameters:
timeout
- Timeout for the task.- Returns:
this
-
build
Builds the configured instance.- Specified by:
build
in interfacesoftware.amazon.jsii.Builder<SageMakerCreateTransformJobProps>
- Returns:
- a new instance of
SageMakerCreateTransformJobProps
- Throws:
NullPointerException
- if any required attribute was not provided
-